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Generate and apply structured code changes to a file
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Generate and apply structured code changes to a file
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Fix agents that read stale production data instead of classifying direct benchmark prompts — add format detection at top of instructions
Diagnose and fix sub-agent configuration issues in YAML + instruction files that cause timeouts, tool failures, or degraded performance
Fallback persistence paths when primary tools (store_memory, create_note, write_file) are unavailable — memory blocks, task resolution fields, CRM notes, and reporting, in priority order.
Compose and send an email — using native GWS tools (never gog CLI for replies)
Create, advance, and resolve CRM tasks correctly — respecting status transitions, handling retries, and avoiding common API pitfalls.
Audit and calibrate benchmark suite patterns against actual agent output to eliminate false-positives and false-negatives
| name | diff |
| description | Generate and apply structured code changes to a file |
| tags | ["editing","code"] |
| tools_required | ["read_file","write_file"] |
| parameters | [{"name":"file","type":"string","description":"Path to the file to modify","required":true},{"name":"changes","type":"string","description":"Description of desired changes","required":true}] |
| output_format | text |
Read a file, plan precise changes based on a natural-language description, and apply them.
Read the file: Use read_file to load the full contents of {file}. Note the total line count and language/format.
Understand context: Before making changes, understand the file's purpose, its imports/dependencies, and how the section you are modifying fits into the broader structure.
Plan changes: Based on the instruction ({changes}), identify the minimal set of edits needed. For each edit, note:
Generate a unified diff: Produce the changes as a unified diff (--- a/file, +++ b/file, @@ line ranges @@). Include enough context lines (3+) for each hunk to make the diff unambiguous.
Apply the changes: Use write_file to write the modified file contents. The written file must be the complete, final version -- not a partial patch.
Verify: Re-read the file with read_file to confirm the write succeeded and the content matches expectations. Check that:
Report: Respond with: